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Variable Selection in Generalized Functional Linear Models

Modern research data, where a large number of functional predictors is collected on few subjects are becoming increasingly common. In this paper we propose a variable selection technique, when the predictors are functional and the response is scalar. Our approach is based on adopting a generalized f...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Gertheiss, J., Maity, A., Staicu, A.-M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4131701/
https://ncbi.nlm.nih.gov/pubmed/25132690
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.20
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